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Journal : Journal of Artificial Intelligence and Engineering Applications (JAIEA)

Track Record Model in Employee Performance Optimization Using Weight Product Method Safrizal; Lili Tanti; Surbakti, Dio Febrian; Nurainun
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 2 (2025): February 2025
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i2.721

Abstract

Employee performance improvement is a crucial aspect for the growth and success of a company, especially in the agricultural sector that relies on the quality and competence of human resources. However, subjective and manual employee assessments often face challenges, such as high levels of subjectivity and the time required to complete the process. To overcome these obstacles, this study proposes the use of the Weighted Product (WP) method as an approach to building a track record model in employee performance assessment. This study involves several methodological stages, first by studying the literature related to decision support systems, WP methods, track records, and employee performance assessments. Furthermore, data collection is carried out from a dataset that includes monthly assessments of employee performance based on several criteria such as attendance, cooperation, work quantity, responsibility, and others. The next process involves modeling, where the WP model is designed to produce the maximum total value of the existing assessment criteria. Model validation is carried out through two approaches, namely the Criterion-related Validity Test and the Internal Consistency Test. The test results show that the WP model has a Criterion-related Validity of 0.9851, indicating a strong relationship between the employee scores generated and the assessments given by the supervisor. In addition, Cronbach's alpha reached a value of 1.0, indicating excellent internal reliability of the model. Thus, the use of the WP method in the employee performance tracking system can be considered effective and can improve objectivity and efficiency in employee performance assessment in the context of agricultural companies. This method not only helps in identifying high-performing employees, but also in motivating them to achieve the highest performance standards, which in turn can improve the overall operational quality and reputation of the company
Co-Authors adhar, Deni Afriyani Ahmad, Hikmad Tullah Aida Safitri Alfisyahrin Amalia, Wirda Anastasha, Desty Ayu Andri Wibowo Andrian Syahputra Angelia, Nola Anugrah, Rindy Ardhana, Putri Syafira Arief Diana, Muhammad Arusman Aslita Asmiati Ayu Anastasha, Desti Bob Subhan Riza Cut Suciatinas Silvia Danar Hadisugelar Darmawan Dela Arinda Delfian Masrura Deni Adhar Desi Sitompul Dewi Rosa Indah Dhafir, Muhammad Dianawati Duana, Maiza Elis Komalasari Eva Flourentina Kusumawardan Fikri Faidul Jihad Firman Firdauz Saputra Fitriani Fitriani Hanief Furqani Hanifah, Uli Heltha, Fahri Henky Irawan Is, Jun Musnadi Iswahyudi Jonnedi Juli Iriani Jumara, Aldona Jun Musnaidi Is Junizar Kafryati, Bettri Komalasari, Elis Kusumawardani, Eva Flourentina Leni Rahayu Lili Tanti Lili Tanti, Lili Lindung Bulan, T. Putri Luthfi M. Haidil Umam Mardi Fadillah Marneli, Diyyan Maulana Pratama , Rizal Maulani, Zahratul Merlianita Sari, Novi Mey Ryan Sandi Meylis Safriani Michel Kasaf MIFTAHUL JANNAH Miswar Muhammad Arrie Rafshanjani amin Muhammad Faris Muhammad Fazis MUHAMMAD FUAD Muhammad Idkham Mutiara Fahmi Nasrul Fatah Neti Maharani Nety Juwita Lubis Nur Alfadila Nurainun Nurmalinda Siregar Onetusfifsi Putra Perry Boy Chandra Siahaan Putri Tahlya Nasrul Rabiana Saragih rahma yunita Rahmi, Alfani Rasmon Ridho, Irdian Riza Juanda, Boy Saiful Mahdi Salman Sandi, Mey Ryan Serino Simalango, Clarensia Mende Siti Zulaikha Sitinjak, Marnala Sriwahyuni, Nefi Surbakti, Dio Febrian Susi Sriwahyuni Susy Sriwahyuni Syahrizal Syamsul Bahri Syukriyadin Tambunan, Hardiansyah Teuku Zulyadi Teungku Nih Farisni Wahyudi Ilham Wirdayani Wahab Wiwin Kusuma Atmaja Putra Yan Yang Thanri Yani Rizal Yulia, Resti Yuni Sartika Pratiwi